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312 Publikationen

2019 | Datenpublikation | PUB-ID: 2935425 PUB | Dateien verfügbar | DOI
 
2019 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2935994
Solving a Tool-Based Interaction Task Using Deep Reinforcement Learning with Visual Attention
Fleer S, Ritter H (2019)
In: Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization. WSOM 2019. Advances in Intelligent Systems and Computing , 976. Cham: Springer: 231-240.
PUB | DOI
 
2019 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2934458
Counteracting Electrode Shifts in Upper-Limb Prosthesis Control via Transfer Learning
Prahm C, Schulz A, Paaßen B, Schoisswohl J, Kaniusas E, Dorffner G, Hammer B, Aszmann O (2019)
IEEE Transactions on Neural Systems and Rehabilitation Engineering 27(5): 956-962.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2934146
Computer vision enables short- and long-term analysis of Lophelia pertusa polyp behaviour and colour from an underwater observatory
Osterloff J, Nilssen I, Jarnegren J, van Engeland T, Buhl-Mortensen P, Nattkemper TW (2019)
Scientific Reports.
PUB | Download (ext.)
 
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2933998
Modelling the co-emergence of linguistic constructions and action concepts: the case of action verbs
Panzner M, Cimiano P, Gaspers J (2019)
IEEE Transactions on Cognitive and Developmental Systems.
PUB | PDF | DOI
 
2019 | Konferenzbeitrag | PUB-ID: 2930303
Multiple-Kernel Dictionary Learning for Reconstruction and Clustering of Unseen Multivariate Time-series
Hosseini B, Hammer B (2019)
In: Proceedings of the 27th European Symposium on Artificial Neural Networks (ESANN 2019). Verleysen M (Ed); .
PUB | arXiv
 
2019 | Konferenzbeitrag | PUB-ID: 2934192
Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation Learning
Hosseini B, Hammer B (2019)
Presented at the The 2019 International Joint Conference on Neural Networks (IJCNN), Budapest.
PUB | arXiv
 
2019 | Preprint | PUB-ID: 2933895
Learning efficient haptic shape exploration with a rigid tactile sensor array
Fleer S, Moringen A, Klatzky RL, Ritter H (2019)
arXiv:1902.07501.
PUB | DOI | arXiv
 
2019 | Konferenzbeitrag | PUB-ID: 2933988
Modularization of End-to-End Learning: Case Study in Arcade Games
Melnik A, Fleer S, Schilling M, Ritter H (2019)
In: 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Workshop on Causal Learning.
PUB | arXiv
 
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2933709
Skill Transfer for Mediated Interaction Learning
Fleer S, Ritter H (2019)
In: 2018 IEEE-RAS 18th International Conference on Humanoid Robots (Humanoids). Piscataway, NJ: IEEE.
PUB | DOI
 
2019 | Diskussionspapier | Veröffentlicht | PUB-ID: 2932999
Expectation Formation and Learning in the Labour Market with On-the-Job Search and Nash Bargaining
Damdinsuren E, Zaharieva A (2019) Universität Bielefeld Working Papers in Economics and Management; 10-2018.
Bielefeld: Bielefeld University, Department of Business Administration and Economics.
PUB | PDF | DOI
 
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2919311
Learning from Lessons: studying the structure and construction of mathematics teacher knowledge in Australia, China and Germany
Chan MCE, Clarke DJ, Clarke DM, Roche A, Cao Y, Peter-Koop A (2018)
MATHEMATICS EDUCATION RESEARCH JOURNAL 30(1): 89-102.
PUB | DOI | WoS
 
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932066
MAIA - A machine learning assisted image annotation method for environmental monitoring and exploration
Zurowietz M, Langenkämper D, Hosking B, Ruhl H, Nattkemper TW (2018)
PLoS ONE 13(11): e0207498.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2919119
Bootstrapping of parameterized skills through hybrid optimization in task and policy spaces
Queißer J, Steil JJ (2018)
Frontiers in Robotics and AI 5: 49.
PUB | PDF | DOI | Download (ext.) | WoS
 
2018 | Preprint | Veröffentlicht | PUB-ID: 2921209
Non-Negative Local Sparse Coding for Subspace Clustering
Hosseini B, Hammer B (2018)
Advances in Intelligent Data Analysis XVII. IDA 2018.
PUB | Datei | Download (ext.) | arXiv
 
2018 | Konferenzbeitrag | Im Druck | PUB-ID: 2932116
Confident Kernel Sparse Coding and Dictionary Learning
Hosseini B, Hammer B (In Press)
In: 2018 IEEE International Conference on Data Mining (ICDM).
PUB | Datei | arXiv
 
2018 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2933557
Inferring Temporal Structure from Predictability in Bumblebee Learning Flight
Meyer S, Bertrand OJN, Egelhaaf M, Hammer B (2018)
In: Intelligent Data Engineering and Automated Learning – IDEAL 2018. Yin H, Camacho D, Novais P, Tallón-Ballesteros AJ (Eds); Lecture Notes in Computer Science, 11314. Cham: Springer International Publishing: 508-519.
PUB | DOI
 
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2917731
Learning to Put On a Knit Cap in a Head-Centric Policy Space
Twardon L, Ritter H (2018)
IEEE ROBOTICS AND AUTOMATION LETTERS 3(2): 764-771.
PUB | Dateien verfügbar | DOI | WoS
 
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2914505
Expectation maximization transfer learning and its application for bionic hand prostheses
Paaßen B, Schulz A, Hahne J, Hammer B (2018)
Neurocomputing 298: 122-133.
PUB | DOI | Download (ext.) | WoS | arXiv
 
2018 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2917896
flowLearn: Fast and precise identification and quality checking of cell populations in flow cytometry
Lux M, Brinkman RR, Chauve C, Laing A, Lorenc A, Abeler-Dörner L, Hammer B (2018)
Bioinformatics.
PUB | DOI | WoS | PubMed | Europe PMC
 

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